Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II

✍ Scribed by Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 834
• Series: Lecture Notes in Computer Science 8468 Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis and Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus and Clustering.

✦ Table of Contents

Front Matter....Pages -
Front Matter....Pages 1-1
Visual Dictionary Pruning Using Mutual Information and Information Gain....Pages 3-14
Mining Telecommunication Networks to Enhance Customer Lifetime Predictions....Pages 15-26
A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units....Pages 27-39
Bagging of Instance Selection Algorithms....Pages 40-51
Essential Attributes Generation for Some Data Mining Tasks....Pages 52-62
Visualizing Random Forest with Self-Organising Map....Pages 63-71
B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization....Pages 72-81
Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines....Pages 82-91
Front Matter....Pages 93-93
Evolving Parameters for a Noisy Biological System – The Impact of Alternative Approaches....Pages 95-106
Classification of EEG Signals Using Vector Quantization....Pages 107-118
Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination....Pages 119-130
Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images....Pages 131-142
The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment....Pages 143-154
Face Classification Based on Linguistic Description of Facial Features....Pages 155-166
Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems....Pages 167-178
A New Three-Dimensional Facial Landmarks in Recognition....Pages 179-186
Computer-Aided Off-Line Diagnosis of Epileptic Seizures....Pages 187-194
Active Region Approach for Segmentation of Medical Images....Pages 195-206
SCM-driven Tree View for Microarray Data....Pages 207-215
New Method for Dynamic Signature Verification Using Hybrid Partitioning....Pages 216-230
Front Matter....Pages 93-93
New Method for Dynamic Signature Verification Based on Global Features....Pages 231-245
Front Matter....Pages 247-247
Investigating the Rate of Failure of Asynchronous Gathering in a Swarm of Fat Robots with Limited Visibility....Pages 249-256
Modeling Context-Aware and Agent-Ready Systems for the Outdoor Smart Lighting....Pages 257-268
Problem of Agents Cooperation in Heterogeneous Graph-Based Knowledge Environment....Pages 269-277
Managing Machine’s Motivations....Pages 278-289
Globalised Dual Heuristic Dynamic Programming in Tracking Control of the Wheeled Mobile Robot....Pages 290-301
Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot....Pages 302-313
Front Matter....Pages 315-315
Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives....Pages 317-327
ALMM Solver - A Tool for Optimization Problems....Pages 328-338
Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator....Pages 339-348
A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence....Pages 349-362
Artificial Bee Colony Algorithm Used for Reconstructing the Heat Flux Density in the Solidification Process....Pages 363-372
Simulations of Credibility Evaluation and Learning in a Web 2.0 Community....Pages 373-384
Optimization of Composite Structures Using Bio-inspired Methods....Pages 385-395
Applying Metamodels and Sequential Sampling for Constrained Optimization of Process Operations....Pages 396-407
Front Matter....Pages 409-409
A New Measure of Conflict and Hybrid Combination Rules in the Evidence Theory....Pages 411-422
On Measuring Association between Groups of Rankings in Recommender Systems....Pages 423-432
An Arduino-Simulink-Control System for Modern Hand Protheses....Pages 433-444
Solving Timetabling Problems on GPU....Pages 445-455
Scheduling Problem with Uncertain Parameters in Just in Time System....Pages 456-467
Front Matter....Pages 409-409
Variable Neighborhood Search for Non-deterministic Problems....Pages 468-478
Emergent Phenomena in Constrained 3D Layout Design....Pages 479-489
Brainy: A Machine Learning Library....Pages 490-499
Optimisation of Character n-gram Profiles Method for Intrinsic Plagiarism Detection....Pages 500-511
A Recommender System Based on Customer Reviews Mining....Pages 512-523
Complex System Analysis Using Softcomputing....Pages 524-535
Can the Generation of Test Cases for Unit Testing be Automated with Rules?....Pages 536-547
Implementing a Supply Chain Management Policy System Based on Rough Set Theory....Pages 548-557
What Is the Primary Language?....Pages 558-569
Signal Randomness Measure for BSS Ensemble Predictors....Pages 570-578
An Incremental Map-Matching Algorithm Based on Hidden Markov Model....Pages 579-590
Front Matter....Pages 591-591
Multi-class Classification: A Coding Based Space Partitioning....Pages 593-604
From Single Image to List of Objects Based on Edge and Blob Detection....Pages 605-615
Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects....Pages 616-626
Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems....Pages 627-638
Spatial Keypoint Representation for Visual Object Retrieval....Pages 639-650
Front Matter....Pages 651-651
On Orientation Sensitive Defuzzification Functionals....Pages 653-664
The Linguistic Modeling of Fuzzy System as Multicriteria Evaluator for the Multicast Routing Algorithms....Pages 665-675
Optimizing Inventory of a Firm under Fuzzy Data....Pages 676-687
An Approach to Cardinality of First Order Metasets....Pages 688-699
Front Matter....Pages 651-651
Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors....Pages 700-709
Front Matter....Pages 711-711
Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis....Pages 713-725
Nonnegative Matrix Factorization for Document Clustering: A Survey....Pages 726-737
Fuzzy c-Medoid Graph Clustering....Pages 738-748
A Spectral Clustering Algorithm Based on Eigenvector Localization....Pages 749-759
HiBi – The Algorithm of Biclustering the Discrete Data....Pages 760-771
Asymmetric k -means Clustering of the Asymmetric Self-Organizing Map....Pages 772-783
DenClust: A Density Based Seed Selection Approach for K-Means....Pages 784-795
Exploiting Structural Information of Data in Active Learning....Pages 796-808
On Mean Shift Clustering for Directional Data on a Hypersphere....Pages 809-818
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Computation by Abstract Devices; Database Management; Information Storage and Retrieval; Computer Imaging, Vision, Pattern Recognition and Graph